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CUTLASS 2.0 (#62) CUTLASS 2.0 Substantially refactored for - Better performance, particularly for native Turing Tensor Cores - Robust and durable templates spanning the design space - Encapsulated functionality embodying modern C++11 programming techniques - Optimized containers and data types for efficient, generic, portable device code Updates to: - Quick start guide - Documentation - Utilities - CUTLASS Profiler Native Turing Tensor Cores - Efficient GEMM kernels targeting Turing Tensor Cores - Mixed-precision floating point, 8-bit integer, 4-bit integer, and binarized operands Coverage of existing CUTLASS functionality: - GEMM kernels targeting CUDA and Tensor Cores in NVIDIA GPUs - Volta Tensor Cores through native mma.sync and through WMMA API - Optimizations such as parallel reductions, threadblock rasterization, and intra-threadblock reductions - Batched GEMM operations - Complex-valued GEMMs Note: this commit and all that follow require a host compiler supporting C++11 or greater.
2019-11-20 08:55:34 +08:00
![ALT](/media/images/gemm-hierarchy-with-epilogue-no-labels.png "CUTLASS")
[README](/README.md#documentation) > **Contributors**
# CUTLASS Developers and Contributors
This is the official list of CUTLASS developers and contributors.
## DEVELOPERS
CUTLASS 3.0.0 (#786) * CUTLASS 3.0.0
2023-01-24 09:55:28 +08:00
Vijay Thakkar<br />
Pradeep Ramani<br />
Cris Cecka<br />
Aniket Shivam<br />
Jack Kosaian<br />
Mark Hoemmen<br />
CUTLASS 3.4.0 (#1286) * CUTLASS 3.4.0 * Update CHANGELOG.md --------- Co-authored-by: Pradeep Ramani <prramani@nvidia.com>
2023-12-30 04:21:31 +08:00
Richard Cai<br />
CUTLASS 3.0.0 (#786) * CUTLASS 3.0.0
2023-01-24 09:55:28 +08:00
Honghao Lu<br />
Ethan Yan<br />
Haicheng Wu<br />
Andrew Kerr<br />
Dustyn Blasig<br />
Fengqi Qiao<br />
Duane Merrill<br />
Yujia Zhai<br />
CUTLASS 3.4.0 (#1286) * CUTLASS 3.4.0 * Update CHANGELOG.md --------- Co-authored-by: Pradeep Ramani <prramani@nvidia.com>
2023-12-30 04:21:31 +08:00
Rawn Henry<br />
Sergey Klevtsov<br />
CUTLASS 3.0.0 (#786) * CUTLASS 3.0.0
2023-01-24 09:55:28 +08:00
Shang Zhang<br />
Piotr Majcher<br />
Paul Springer<br />
Markus Hohnerbach<br />
Jin Wang<br />
Aditya Atluri<br />
## CuTe
Cris Cecka<br />
Vijay Thakkar<br />
Listed Matthew Nicely as the CUTLASS product manager.. (#364)
2021-11-20 09:51:21 +08:00
## CUTLASS Product Manager
CUTLASS 3.0.0 (#786) * CUTLASS 3.0.0
2023-01-24 09:55:28 +08:00
Matthew Nicely<br />
## Former CUTLASS Developers
Manish Gupta<br />
Naila Farooqui<br />
David Tanner<br />
Manikandan Ananth<br />
Zhaodong Chen<br />
Chinmay Talegaonkar<br />
CUTLASS 2.0 (#62) CUTLASS 2.0 Substantially refactored for - Better performance, particularly for native Turing Tensor Cores - Robust and durable templates spanning the design space - Encapsulated functionality embodying modern C++11 programming techniques - Optimized containers and data types for efficient, generic, portable device code Updates to: - Quick start guide - Documentation - Utilities - CUTLASS Profiler Native Turing Tensor Cores - Efficient GEMM kernels targeting Turing Tensor Cores - Mixed-precision floating point, 8-bit integer, 4-bit integer, and binarized operands Coverage of existing CUTLASS functionality: - GEMM kernels targeting CUDA and Tensor Cores in NVIDIA GPUs - Volta Tensor Cores through native mma.sync and through WMMA API - Optimizations such as parallel reductions, threadblock rasterization, and intra-threadblock reductions - Batched GEMM operations - Complex-valued GEMMs Note: this commit and all that follow require a host compiler supporting C++11 or greater.
2019-11-20 08:55:34 +08:00
## CONTRIBUTORS
CUTLASS 3.0.0 (#786) * CUTLASS 3.0.0
2023-01-24 09:55:28 +08:00
Timothy Costa<br />
Julien Demouth<br />
Brian Fahs<br />
Michael Garland<br />
Michael Goldfarb<br />
Mostafa Hagog<br />
Fei Hu<br />
Alan Kaatz<br />
Tina Li<br />
Timmy Liu<br />
Wei Liu<br />
CUTLASS 3.4.0 (#1286) * CUTLASS 3.4.0 * Update CHANGELOG.md --------- Co-authored-by: Pradeep Ramani <prramani@nvidia.com>
2023-12-30 04:21:31 +08:00
Tim Martin<br />
CUTLASS 3.0.0 (#786) * CUTLASS 3.0.0
2023-01-24 09:55:28 +08:00
Duane Merrill<br />
Kevin Siu<br />
Markus Tavenrath<br />
John Tran<br />
Vicki Wang<br />
Junkai Wu<br />
Fung Xie<br />
Albert Xu<br />
Yang Xu<br />
Jack Yang<br />
Scott Yokim<br />
Xiuxia Zhang<br />
Nick Zhao<br />
CUTLASS 2.0 (#62) CUTLASS 2.0 Substantially refactored for - Better performance, particularly for native Turing Tensor Cores - Robust and durable templates spanning the design space - Encapsulated functionality embodying modern C++11 programming techniques - Optimized containers and data types for efficient, generic, portable device code Updates to: - Quick start guide - Documentation - Utilities - CUTLASS Profiler Native Turing Tensor Cores - Efficient GEMM kernels targeting Turing Tensor Cores - Mixed-precision floating point, 8-bit integer, 4-bit integer, and binarized operands Coverage of existing CUTLASS functionality: - GEMM kernels targeting CUDA and Tensor Cores in NVIDIA GPUs - Volta Tensor Cores through native mma.sync and through WMMA API - Optimizations such as parallel reductions, threadblock rasterization, and intra-threadblock reductions - Batched GEMM operations - Complex-valued GEMMs Note: this commit and all that follow require a host compiler supporting C++11 or greater.
2019-11-20 08:55:34 +08:00
## ACKNOWLEDGEMENTS
CUTLASS 3.0.0 (#786) * CUTLASS 3.0.0
2023-01-24 09:55:28 +08:00
Girish Bharambe<br />
Luke Durant<br />
Carter Edwards<br />
Olivier Giroux<br />
Stephen Jones<br />
Rishkul Kulkarni<br />
Bryce Lelbach<br />
Joel McCormack<br />
Kyrylo Perelygin<br />
Sean Treichler<br />
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